Skip to content
conftrace_

multi-domain learning

123 papers

MDL

Papers

Domain Sensitive Federated Learning with Fisher-Informed Pruning CVPR 2026 Information-Theoretic Minimal Sufficient Representation for Multi-Domain Knowledge Graph Completion AAAI 2026 MDMLP-EIA: Multi-domain Dynamic MLPs with Energy Invariant Attention for Time Series Forecasting AAAI 2026 MMUIE: Massive Multi-Domain Universal Information Extraction for Long Documents EACL 2026 Neural Architecture for Fast and Reliable Coagulation Assessment in Clinical Settings: Leveraging Thromboelastography AAAI 2026 Privacy Auditing of Multi-Domain Graph Pre-Trained Model Under Membership Inference Attacks AAAI 2026 PromptEmo: Learning Emotion with Bilateral Textual Prompts in Multi-Domain Open-set Scenarios AAAI 2026 Tokenize Once, Recommend Anywhere: Unified Item Tokenization for Multi-domain LLM-based Recommendation AAAI 2026 Better Semi-supervised Learning for Multi-domain ASR Through Incremental Retraining and Data Filtering Interspeech 2025 CoMuMDR: Code-mixed Multi-modal Multi-domain corpus for Discourse paRsing in conversations ACL 2025 Fusing Highly Specialized Language Models for Comprehensive Expertise ACL 2025 IMOL: Incomplete-Modality-Tolerant Learning for Multi-Domain Fake News Video Detection ACL 2025 MKT: A Multi-Stage Knowledge Transfer Framework to Mitigate Catastrophic Forgetting in Multi-Domain Chinese Spelling Correction EMNLP 2025 Multi-BERT: Leveraging Adapters for Low-Resource Multi-Domain Adaptation NAACL 2025 Structure-adaptive Adversarial Contrastive Learning for Multi-Domain Fake News Detection ACL 2025 TimeDP: Learning to Generate Multi-Domain Time Series with Domain Prompts AAAI 2025 TRACI: A Data-centric Approach for Multi-Domain Generalization on Graphs AAAI 2025 Unified Graph Neural Networks Pre-training for Multi-domain Graphs AAAI 2025 VersaTune: An Efficient Data Composition Framework for Training Multi-Capability LLMs EMNLP 2025 Composite Active Learning: Towards Multi-Domain Active Learning with Theoretical Guarantees AAAI 2024 Decoupled Training: Return of Frustratingly Easy Multi-Domain Learning AAAI 2024 Domain-Hallucinated Updating for Multi-Domain Face Anti-spoofing AAAI 2024 FaiMA: Feature-aware In-context Learning for Multi-domain Aspect-based Sentiment Analysis COLING 2024 Federated Adaptive Prompt Tuning for Multi-Domain Collaborative Learning AAAI 2024 FedWon: Triumphing Multi-domain Federated Learning Without Normalization ICLR 2024